FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

3 October 2024

Xuanyu Zhang

Jian Andrew Zhang

Papers citing "FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models"

10 / 10 papers shown

Title
FakeScope: Large Multimodal Expert Model for Transparent AI-Generated Image Forensics Yixuan Li Yu Tian Yipo Huang Wei Lu Shiqi Wang Weisi Lin Anderson de Rezende Rocha 46 0 0 31 Mar 2025
FakeReasoning: Towards Generalizable Forgery Detection and Reasoning Y. Gao Dongliang Chang Bingyao Yu Haotian Qin Lei Chen Kongming Liang Zhanyu Ma 44 0 0 27 Mar 2025
Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation Siwei Wen Junyan Ye Peilin Feng Hengrui Kang Zichen Wen Y. Chen Jiang Wu Wenjun Wu Conghui He Weijia Li 54 2 0 19 Mar 2025
LEGION: Learning to Ground and Explain for Synthetic Image Detection Hengrui Kang Siwei Wen Zichen Wen Junyan Ye Weijia Li ... Baichuan Zhou Bin Wang D. Lin Linfeng Zhang Conghui He 32 0 0 19 Mar 2025
Explainable Synthetic Image Detection through Diffusion Timestep Ensembling Y. Wu Feiran Zhang Tianyuan Shi Ruicheng Yin Zhenghua Wang Zhenliang Gan X. Wang Changze Lv Xiaoqing Zheng Xuanjing Huang 50 0 0 08 Mar 2025
SecureGS: Boosting the Security and Fidelity of 3D Gaussian Splatting Steganography X. Zhang Jiarui Meng Zhipei Xu Shuzhou Yang Y. Wu Ronggang Wang Jian Andrew Zhang 64 1 0 08 Mar 2025
VLForgery Face Triad: Detection, Localization and Attribution via Multimodal Large Language Models Xinan He Yue Zhou Bing Fan Bin Li Guopu Zhu Feng Ding 62 1 0 08 Mar 2025
Survey on AI-Generated Media Detection: From Non-MLLM to MLLM Yueying Zou Peipei Li Zekun Li Huaibo Huang Xing Cui Xuannan Liu Chenghanyu Zhang Ran He DeLMO 93 1 0 07 Feb 2025
DiffDoctor: Diagnosing Image Diffusion Models Before Treating Yiyang Wang Xi Chen Xiaogang Xu S. Ji Y. Liu Yujun Shen Hengshuang Zhao DiffM 44 0 0 21 Jan 2025
OmniGuard: Hybrid Manipulation Localization via Augmented Versatile Deep Image Watermarking X. Zhang Zecheng Tang Zhipei Xu Runyi Li Youmin Xu Bin Chen Feng Gao Jian Andrew Zhang WIGM 82 4 0 02 Dec 2024